GUIDES

Guides

Last updated 27 October 2026. Practical notes on working with AI coding agents.

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How to reduce Claude Code token usage: Why Claude Code burns tokens on large repositories, six habits that cut usage, and how codebase memory over MCP removes the exploring step.
Why your Claude Code usage limit runs out (and what helps): Claude Code limits are shared across a time window, and big repositories eat them fast. What uses them up and how to make them last.
What is codebase memory for AI coding agents?: AI coding agents forget your codebase between sessions. Codebase memory gives them the structure and the history: what calls what, and why code is the way it is.